{"id":"W4389315491","doi":"10.1002/smi.3354","title":"The progression and mechanisms of mental illness symptoms in university student‐athletes during the COVID‐19 pandemic","year":2023,"lang":"en","type":"article","venue":"Stress and Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Social Sciences and Humanities Research Council of Canada; Deakin University; Université de Sherbrooke","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Athletes; Mental illness; Psychology; Psychiatry; Mental health; Coronavirus Infections; Clinical psychology; Medicine; Virology; Physical therapy; Disease; Internal medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006197176,0.00008084444,0.0001372696,0.00006312401,0.0006792477,0.0000114544,0.0001196436,0.0000423159,0.00001391567],"category_scores_gemma":[0.000004852894,0.00004987159,0.00001708794,0.0001719983,0.0001251074,0.0000269391,0.0001428998,0.0001295894,0.00000164585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001585737,"about_ca_system_score_gemma":0.0001471428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002713335,"about_ca_topic_score_gemma":0.004557438,"domain_scores_codex":[0.9990291,0.0001802063,0.0001615517,0.0002019449,0.0001350874,0.0002920913],"domain_scores_gemma":[0.9994505,0.0001590408,0.00009975796,0.000143492,0.000007221832,0.0001399896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000223235,0.00009557259,0.8799563,0.0004649159,0.00002342388,0.00001597512,0.02035379,0.000002022205,0.00005386075,0.0343494,0.0001301646,0.06433135],"study_design_scores_gemma":[0.001558115,0.0002449014,0.9525851,0.000137404,0.000004959834,0.000008920435,0.0406003,0.00002355183,0.00001887733,0.0007527737,0.003985126,0.0000799844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943678,0.001584919,0.000009901256,0.003076512,0.0002080295,0.0005394439,0.00006266058,0.0000339497,0.0001167351],"genre_scores_gemma":[0.9950287,0.004295659,0.000002459024,0.0002797743,0.0000175028,0.00001116661,0.000008303882,0.000006233823,0.0003501488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0726288,"threshold_uncertainty_score":0.5224293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05558832350814899,"score_gpt":0.4248455875564432,"score_spread":0.3692572640482942,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}